Case Studies
Enterprise AI workflow case studies, practical resources, and personal field notes.
- How I Build Enterprise AI Strategy Roadmaps
Framework: outcome mapping, prioritization, sequencing, and KPIs
- From "Walking the Store" to Agentic Auditing
Governed Agentic AI Auditor Flagging Inconsistency at Scale
- Designing an AI-Native ESG Disclosure Workflow
Human-in-the-Loop AI Orchestration for GHG Reporting
- Go-to-Market Intelligence Copilot
Multi-source retrieval with policy-aware answer governance
- Talking to Enterprise Data
Natural Language (NL) to SQL copilot
Field Notes
Build logs, operator playbooks, and opinionated takes from the AI frontier.
- I Applied to 250+ Jobs a Month with AI
Approval gated multi agent system that tailors resumes and logs every decision
- Building an AI-Native Investment Stack
I built an AI-native investment app with custom data and agent pipelines, then engineered reliability guardrails to outperform a paid research stack.
- I Let My AI Do My Entire Apartment Hunt
I let AI run the apartment hunt workflow end-to-end while I focused on decisions that required judgment.
- The Easiest Way to Build Your Own AI Agent Team
Building a multi-agent team with role design, templates, and risk controls.
- How I Run OpenClaw Like a Business
Quality per Dollar: OpenClaw Ops Playbook
- How to Run OpenClaw on a $100 set-up
Drafted setup guide + cost model + model routing + file architecture + sources.
- Radar for Hidden Job Markets
Python agents scrape hidden job boards; LLM embeddings score resume-JD fit.
- I Built a Feedback Loop for Job Interviews
AI Journaling system with positive feedback loop